Delete utils/feedback.py

utils/feedback.py

@@ -1,105 +0,0 @@
-"""
-utils/feedback.py
-Unified feedback handler for Clinical Research Chatbot.
-
-Includes:
-1️⃣ Feedback Queue (unanswered/low-confidence queries)
-2️⃣ User Voting (👍 Helpful / 👎 Not Helpful)
-"""
-
-import os
-import json
-from datetime import datetime
-
-# ----------------------------
-# File Paths
-# ----------------------------
-FEEDBACK_QUEUE_LOG = "logs/feedback_queue.jsonl"
-FEEDBACK_VOTES_LOG = "logs/feedback_votes.jsonl"
-
-
-# ----------------------------
-# Feedback Queue (for Admin Review)
-# ----------------------------
-def log_feedback(query: str, notes: str = "", sources=None):
-    """
-    Store unanswered or low-confidence queries for admin review.
-    Saves to JSONL (one entry per line).
-    """
-    entry = {
-        "timestamp": datetime.utcnow().isoformat(),
-        "query": query,
-        "notes": notes,
-        "sources": sources or [],
-    }
-
-    os.makedirs(os.path.dirname(FEEDBACK_QUEUE_LOG), exist_ok=True)
-    with open(FEEDBACK_QUEUE_LOG, "a", encoding="utf-8") as f:
-        f.write(json.dumps(entry, ensure_ascii=False) + "\n")
-
-    print(f"📝 Feedback queued for admin review: {query}")
-
-
-def load_feedback(limit: int = 20):
-    """
-    Load last N feedback entries for admin dashboard.
-    """
-    if not os.path.exists(FEEDBACK_QUEUE_LOG):
-        return []
-    with open(FEEDBACK_QUEUE_LOG, "r", encoding="utf-8") as f:
-        lines = f.readlines()
-    entries = [json.loads(line) for line in lines]
-    return entries[-limit:]
-
-
-def clear_feedback():
-    """
-    Clear feedback log (admin only).
-    """
-    if os.path.exists(FEEDBACK_QUEUE_LOG):
-        os.remove(FEEDBACK_QUEUE_LOG)
-        print("🗑️ Feedback log cleared.")
-
-
-# ----------------------------
-# User Voting (for “Helpful / Not Helpful”)
-# ----------------------------
-def save_vote_feedback(query: str, vote: str, context=None):
-    """
-    Log user votes (👍 / 👎) on chatbot responses.
-    """
-    entry = {
-        "timestamp": datetime.utcnow().isoformat(),
-        "query": query,
-        "vote": vote,
-        "context": context or {},
-    }
-
-    os.makedirs(os.path.dirname(FEEDBACK_VOTES_LOG), exist_ok=True)
-    try:
-        with open(FEEDBACK_VOTES_LOG, "a", encoding="utf-8") as f:
-            f.write(json.dumps(entry, ensure_ascii=False) + "\n")
-        print(f"🗳️ User voted '{vote}' for query: {query}")
-    except Exception as e:
-        print(f"⚠️ Failed to save vote feedback: {e}")
-
-
-def load_votes(limit: int = 50):
-    """
-    Load last N user votes for analysis.
-    """
-    if not os.path.exists(FEEDBACK_VOTES_LOG):
-        return []
-    with open(FEEDBACK_VOTES_LOG, "r", encoding="utf-8") as f:
-        lines = f.readlines()
-    entries = [json.loads(line) for line in lines]
-    return entries[-limit:]
-
-
-def clear_votes():
-    """
-    Clear user voting log (admin only).
-    """
-    if os.path.exists(FEEDBACK_VOTES_LOG):
-        os.remove(FEEDBACK_VOTES_LOG)
-        print("🗑️ User vote feedback cleared.")